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Advanced TechniquesAdvanced Techniques
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Amplify, Obfuscate, Simulate: The 3 Legitimate Uses of Synthetic Data in SOC Tooling (Synthetic Users Is Not One of Them)

Amplify, Obfuscate, Simulate: The 3 Legitimate Uses of Synthetic Data in SOC Tooling (Synthetic Users Is Not One of Them)

There's a disturbing trend in security AI: synthetic users replacing real customer research. For an AI MacGyver, synthetic data is duct tape. Brilliant to help amplify rare signals, obfuscate for privacy, and simulate for agent testing. But you don't do brain surgery with duct tape. And you don't replace handshakes with synthetic users. The duct tape is for machines. The handshake is for humans.

Greg Nudelman
Greg Nudelman
Advanced TechniquesAdvanced Techniques
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The Easiest Way to Eat Your AI Data Salami (and Enjoy It)

The Easiest Way to Eat Your AI Data Salami (and Enjoy It)

... Is to slice it thin. Here's how.

Greg Nudelman
Greg Nudelman
Product DevelopmentProduct Development
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The timely question that saved $2M

The timely question that saved $2M

One cybersecurity company was weeks away from building an AI system that would have confidently produced nonsense. One key question in a 3-day workshop rewrote a $2 million roadmap — turning a failed AI strategy into genuine competitive advantage.

Greg Nudelman
Greg Nudelman